Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB
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Transcript of Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB
![Page 1: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/1.jpg)
Matching results comparison between
the Gixel Array Descriptor (GAD)&
SIFT / SURF / BRIEF / ORB
![Page 2: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/2.jpg)
Test 1 - aerial images to 3D wireframes
Original image pairs
![Page 3: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/3.jpg)
Test 1 - aerial images to 3D wireframes
SIFT SURF
BRIEF ORB
![Page 4: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/4.jpg)
Test 1 - aerial images to 3D wireframes
GAD
![Page 5: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/5.jpg)
Test 1 - aerial images to 3D wireframes
GAD with RANSAC
![Page 6: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/6.jpg)
Test 2 - artistic image matching
Original image pairs
![Page 7: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/7.jpg)
Test 2 - artistic image matching
SIFT SURF
BRIEF ORB
![Page 8: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/8.jpg)
Test 2 - artistic image matching
GAD
![Page 9: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/9.jpg)
Test 3 - artistic image matching
Original image pairs
![Page 10: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/10.jpg)
Test 3 - artistic image matching
SIFT SURF
BRIEF ORB
![Page 11: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/11.jpg)
Test 3 - artistic image matching
GAD
![Page 12: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/12.jpg)
Test 3 - artistic image matching
GAD with RANSAC
![Page 13: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/13.jpg)
Test 4 - intensity image to depth image
Original image pairs
![Page 14: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/14.jpg)
Test 4 - intensity image to depth image
SIFT SURF
BRIEF ORB
![Page 15: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/15.jpg)
Test 4 - intensity image to depth image
GAD
![Page 16: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/16.jpg)
Test 4 - intensity image to depth image
GAD with RANSAC
![Page 17: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/17.jpg)
Test 5 - aerial images to maps
Original image pairs
![Page 18: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/18.jpg)
Test 5 - aerial images to maps
SIFT SURF
BRIEF ORB
![Page 19: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/19.jpg)
Test 5 - aerial images to maps
GAD
![Page 20: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/20.jpg)
Test 5 - aerial images to maps
GAD with RANSAC
![Page 21: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/21.jpg)
Test 6 - scale changes
Original image pairs
![Page 22: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/22.jpg)
Test 6 - scale changes
SIFT SURF
BRIEF ORB
![Page 23: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/23.jpg)
Test 6 - scale changes
GAD
![Page 24: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/24.jpg)
Test 7 - rotation changes
Original image pairs
![Page 25: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/25.jpg)
Test 7 - rotation changes
SIFT SURF
BRIEF ORB
![Page 26: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/26.jpg)
Test 7 - rotation changes
GAD
![Page 27: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB](https://reader036.fdocuments.in/reader036/viewer/2022062517/56812e4a550346895d93e0e7/html5/thumbnails/27.jpg)
Test 7 - rotation changes
GAD with RANSAC